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def get_best_gif(env: str) -> Path:
hf_env_results_path = f"models/{env}/results.yaml"
local_env_results_path = hf_hub_download(repo_id=MODEL_REPO, repo_type=MODEL_REPO_TYPE, filename=hf_env_results_path)
with open(local_env_results_path, "r") as f:
env_results = yaml.load(f, Loader=yaml.FullLoader)
best_model_type = max(env_results, key=lambda model: env_results[model])
model_results_path = f"models/{env}/{best_model_type}/results.yaml"
local_model_results_path = hf_hub_download(repo_id=MODEL_REPO, repo_type=MODEL_REPO_TYPE, filename=model_results_path)
with open(local_model_results_path, "r") as f:
model_results = yaml.load(f, Loader=yaml.FullLoader)
best_model = max(model_results, key=lambda model: model_results[model])
hf_gif_path = f"models/{env}/{best_model_type}/{best_model}/demo.gif"
return Path(hf_hub_download(repo_id=MODEL_REPO, repo_type=MODEL_REPO_TYPE, filename=hf_gif_path))
def get_gif_paths(environments: list[str]) -> dict[str, Path]:
gif_paths: dict[str, Path] = {}
for env in environments:
gif_paths[env] = get_best_gif(env)
return gif_paths |